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researcher

Konpat Preechakul

UC Berkeley

2 papers hereh-index 51k citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1
affiliations
  • UC Berkeley
HomepageORCID 0000-0002-8965-6051

identity via Semantic Scholar / OpenAlex

most citedCProp: Adaptive Learning Rate Scaling from Past Gradient Conformity

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2020

High resolution weakly supervised localization architectures for medical images

Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul +1

In medical imaging, Class-Activation Map (CAM) serves as the main explainability tool by pointing to the region of interest. Since the localization accuracy from CAM is constrained…

cs.LG2019★ 1 cited

CProp: Adaptive Learning Rate Scaling from Past Gradient Conformity

Konpat Preechakul, Boonserm Kijsirikul

Most optimizers including stochastic gradient descent (SGD) and its adaptive gradient derivatives face the same problem where an effective learning rate during the training is vast…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.